Fold 1 - Understanding why coefficient 20236 was selected
Tag: FEMININE DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 6
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 20236 | 5.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 423516 | 5.000397 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -3187061 | 7.000000 | -13.16.64.8 | -8.64.16.13 (-(8*71^3 + 64*71^2 + 16*71 + 13)) | No | |
| -20236 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 443752 | 7.000000 | 2.2.17.1 | 1.17.2.2 (357911 + 17*71^2 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 739). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 881 | Devi- Pink | 443752 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | COLORFUL DRESSES, ELEGANT DRESSES | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | HUMANS OF RIXO, LIGHT WIEHT DRESSES, RIXO DRESSES |
| 1051 | Rosheen -Red | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | BEST DRESS, COLORFUL DRESSES, ELEGANT DRESSES | 403280 | HUMANS OF RIXO, RIXO DRESSES | |
| 1082 | Wild Heart Mini Slip | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 922 | Firtah | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 924 | Fleur | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | LIGHT WIEHT DRESSES | ||
| 875 | Delfina | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | LIGHT WIEHT DRESSES, PARTY DRESS, SLIP DRESS | ||
| 1085 | Zadie -Spring Ink | -20236 | BEST DRESS, COLORFUL DRESSES | -40472 | FLORAL PATTERNS, FLORAL PATTERS, FLORAL PRINT, LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 994 | Kristen -Navy | -3187061 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES | -3207297 | RIXO DRESSES |